Overview

Brought to you by YData

Dataset statistics

Number of variables	25
Number of observations	102465
Missing cells	16834
Missing cells (%)	0.7%
Duplicate rows	630
Duplicate rows (%)	0.6%
Total size in memory	19.5 MiB
Average record size in memory	200.0 B

Variable types

Text	3
Numeric	17
Categorical	4
DateTime	1

Alerts

Dataset has 630 (0.6%) duplicate rows	Duplicates
`Average_rating` is highly overall correlated with `Deviation of star ratings`	High correlation
`Deviation of star ratings` is highly overall correlated with `Average_rating` and 2 other fields	High correlation
`FOG Index` is highly overall correlated with `Flesch Reading Ease` and 1 other fields	High correlation
`Flesch Reading Ease` is highly overall correlated with `FOG Index` and 1 other fields	High correlation
`Rating` is highly overall correlated with `Deviation of star ratings` and 1 other fields	High correlation
`Topic_4` is highly overall correlated with `breadth` and 1 other fields	High correlation
`breadth` is highly overall correlated with `Topic_4`	High correlation
`depth` is highly overall correlated with `Topic_4`	High correlation
`sentiment_score_continuous` is highly overall correlated with `Deviation of star ratings` and 3 other fields	High correlation
`sentiment_score_discrete` is highly overall correlated with `sentiment_score_continuous` and 1 other fields	High correlation
`sst5_sentiment_score` is highly overall correlated with `sentiment_score_continuous` and 1 other fields	High correlation
`text_length` is highly overall correlated with `FOG Index` and 1 other fields	High correlation
`has_images` is highly imbalanced (76.6%)	Imbalance
`sentiment_score_continuous` has 8328 (8.1%) missing values	Missing
`sentiment_score_discrete` has 8328 (8.1%) missing values	Missing
`Helpfulness` is highly skewed (γ1 = 102.4016524)	Skewed
`Helpfulness` has 92646 (90.4%) zeros	Zeros

Reproduction

Analysis started	2025-01-16 04:35:16.390492
Analysis finished	2025-01-16 04:36:20.105847
Duration	1 minute and 3.72 seconds
Software version	ydata-profiling vv4.12.1
Download configuration	config.json

product_name
Text

Distinct	77
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	800.6 KiB

Length

Max length	199
Median length	166
Mean length	134.54865
Min length	37

Characters and Unicode

Total characters	13786527
Distinct characters	79
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8
2nd row	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8
3rd row	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8
4th row	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8
5th row	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8

Value	Count	Frequency (%)
	80768	3.6%
with	57899	2.6%
for	48762	2.2%
to	41523	1.9%
and	41342	1.9%
tv	32069	1.4%
wireless	28068	1.3%
black	25463	1.1%
ipad	22043	1.0%
mount	20670	0.9%
Other values (692)	1824455	82.1%

Most occurring characters

Value	Count	Frequency (%)
	2120597	15.4%
e	935979	6.8%
o	739754	5.4%
a	708160	5.1%
t	696047	5.0%
i	663703	4.8%
r	605098	4.4%
n	514982	3.7%
l	468796	3.4%
s	394611	2.9%
Other values (69)	5938800	43.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13786527	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2120597	15.4%
e	935979	6.8%
o	739754	5.4%
a	708160	5.1%
t	696047	5.0%
i	663703	4.8%
r	605098	4.4%
n	514982	3.7%
l	468796	3.4%
s	394611	2.9%
Other values (69)	5938800	43.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13786527	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2120597	15.4%
e	935979	6.8%
o	739754	5.4%
a	708160	5.1%
t	696047	5.0%
i	663703	4.8%
r	605098	4.4%
n	514982	3.7%
l	468796	3.4%
s	394611	2.9%
Other values (69)	5938800	43.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13786527	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2120597	15.4%
e	935979	6.8%
o	739754	5.4%
a	708160	5.1%
t	696047	5.0%
i	663703	4.8%
r	605098	4.4%
n	514982	3.7%
l	468796	3.4%
s	394611	2.9%
Other values (69)	5938800	43.1%

Average_rating
Real number (ℝ)

High correlation

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5064959

Minimum	3.8
Maximum	4.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	3.8
5-th percentile	4
Q1	4.4
median	4.6
Q3	4.7
95-th percentile	4.8
Maximum	4.9
Range	1.1
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.22974209
Coefficient of variation (CV)	0.050980207
Kurtosis	1.1777493
Mean	4.5064959
Median Absolute Deviation (MAD)	0.1
Skewness	-1.2280697
Sum	461758.1
Variance	0.052781429
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
4.6	29824	29.1%
4.7	23018	22.5%
4.5	13708	13.4%
4.3	11889	11.6%
4.4	6440	6.3%
4.8	4737	4.6%
3.9	3262	3.2%
4.1	2888	2.8%
4.2	2670	2.6%
3.8	1837	1.8%
Other values (2)	2192	2.1%

Value	Count	Frequency (%)
3.8	1837	1.8%
3.9	3262	3.2%
4	1108	1.1%
4.1	2888	2.8%
4.2	2670	2.6%
4.3	11889	11.6%
4.4	6440	6.3%
4.5	13708	13.4%
4.6	29824	29.1%
4.7	23018	22.5%

Value	Count	Frequency (%)
4.9	1084	1.1%
4.8	4737	4.6%
4.7	23018	22.5%
4.6	29824	29.1%
4.5	13708	13.4%
4.4	6440	6.3%
4.3	11889	11.6%
4.2	2670	2.6%
4.1	2888	2.8%
4	1108	1.1%

Num_of_Rating
Real number (ℝ)

Distinct	77
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50291.504

Minimum	15398
Maximum	223181
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	15398
5-th percentile	16453
Q1	21988
median	36537
Q3	62436
95-th percentile	122681
Maximum	223181
Range	207783
Interquartile range (IQR)	40448

Descriptive statistics

Standard deviation	40864.967
Coefficient of variation (CV)	0.81256204
Kurtosis	5.0991517
Mean	50291.504
Median Absolute Deviation (MAD)	16550
Skewness	2.1172569
Sum	5.153119 × 10⁹
Variance	1.6699455 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110444	1954	1.9%
33336	1934	1.9%
76290	1837	1.8%
104579	1766	1.7%
24205	1652	1.6%
33087	1646	1.6%
119789	1619	1.6%
18908	1601	1.6%
201075	1564	1.5%
64529	1558	1.5%
Other values (67)	85334	83.3%

Value	Count	Frequency (%)
15398	1035	1.0%
15469	1084	1.1%
16023	1180	1.2%
16085	1444	1.4%
16453	1108	1.1%
17206	1428	1.4%
17230	1015	1.0%
17318	1084	1.1%
18061	1012	1.0%
18244	1398	1.4%

Value	Count	Frequency (%)
223181	1363	1.3%
201075	1564	1.5%
148591	1138	1.1%
122681	1316	1.3%
119789	1619	1.6%
110468	1308	1.3%
110444	1954	1.9%
104579	1766	1.7%
100244	1540	1.5%
85201	1006	1.0%

Rating
Categorical

High correlation

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	800.6 KiB

5.0	69648
1.0	12571
4.0	9513
3.0	5948
2.0	4785

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	307395
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5.0
2nd row	1.0
3rd row	3.0
4th row	5.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
5.0	69648	68.0%
1.0	12571	12.3%
4.0	9513	9.3%
3.0	5948	5.8%
2.0	4785	4.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5.0	69648	68.0%
1.0	12571	12.3%
4.0	9513	9.3%
3.0	5948	5.8%
2.0	4785	4.7%

Most occurring characters

Value	Count	Frequency (%)
.	102465	33.3%
0	102465	33.3%
5	69648	22.7%
1	12571	4.1%
4	9513	3.1%
3	5948	1.9%
2	4785	1.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	307395	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	102465	33.3%
0	102465	33.3%
5	69648	22.7%
1	12571	4.1%
4	9513	3.1%
3	5948	1.9%
2	4785	1.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	307395	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	102465	33.3%
0	102465	33.3%
5	69648	22.7%
1	12571	4.1%
4	9513	3.1%
3	5948	1.9%
2	4785	1.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	307395	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	102465	33.3%
0	102465	33.3%
5	69648	22.7%
1	12571	4.1%
4	9513	3.1%
3	5948	1.9%
2	4785	1.6%

review_title
Text

Distinct	61336
Distinct (%)	59.9%
Missing	41
Missing (%)	< 0.1%
Memory size	800.6 KiB

Length

Max length	100
Median length	87
Mean length	21.515328
Min length	1

Characters and Unicode

Total characters	2203686
Distinct characters	64
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	55687 ?
Unique (%)	54.4%

Sample

1st row	Its a good product
2nd row	nothing came in
3rd row	Great for basement or garage use
4th row	PROSCONS Good things come in SMALL packages
5th row	Doesnt pick up well

Value	Count	Frequency (%)
great	18199	4.5%
good	10277	2.5%
for	9784	2.4%
works	9534	2.4%
the	9221	2.3%
it	7932	2.0%
to	7697	1.9%
and	6653	1.6%
a	6315	1.6%
not	6242	1.5%
Other values (12347)	312276	77.3%

Most occurring characters

Value	Count	Frequency (%)
	305823	13.9%
e	215592	9.8%
t	165993	7.5%
o	162733	7.4%
r	129550	5.9%
a	128734	5.8%
s	106073	4.8%
i	97227	4.4%
n	90032	4.1%
d	76606	3.5%
Other values (54)	725323	32.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2203686	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	305823	13.9%
e	215592	9.8%
t	165993	7.5%
o	162733	7.4%
r	129550	5.9%
a	128734	5.8%
s	106073	4.8%
i	97227	4.4%
n	90032	4.1%
d	76606	3.5%
Other values (54)	725323	32.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2203686	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	305823	13.9%
e	215592	9.8%
t	165993	7.5%
o	162733	7.4%
r	129550	5.9%
a	128734	5.8%
s	106073	4.8%
i	97227	4.4%
n	90032	4.1%
d	76606	3.5%
Other values (54)	725323	32.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2203686	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	305823	13.9%
e	215592	9.8%
t	165993	7.5%
o	162733	7.4%
r	129550	5.9%
a	128734	5.8%
s	106073	4.8%
i	97227	4.4%
n	90032	4.1%
d	76606	3.5%
Other values (54)	725323	32.9%

Review_Text
Text

Distinct	93821
Distinct (%)	91.6%
Missing	47
Missing (%)	< 0.1%
Memory size	800.6 KiB

Length

Max length	6251
Median length	2198
Mean length	166.38727
Min length	1

Characters and Unicode

Total characters	17041051
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	92022 ?
Unique (%)	89.8%

Sample

1st row	This radio was perfect for my father Hes older in his 80s and he wanted a simple transistor radio for the bathroom that runs on batteries He didnt want anything too fancy or expensive This fits the bill
2nd row	I couldnt get any stations in , worthless to me YouTube videos why I bought it buyer beware
3rd row	This affordable radio is perfect for my needs Yet, I miss the quality from the higher end Sony portable Sorry, the sound is a bit tinny Yet, I am a fan of the controls, display and design Good value
4th row	PROS and CONS and why I chose this one The storyMy mother still lives in independent living with her older sister shes turning 90, her sister 92She couldnt get visitors for her birthday because all independent and assisted living places are on lockdown with whats going onSO I had to find something EASY for her to set up on her own, that was small for her bedside table, and would be a goodsounding radio EUREKAPROSPACKAGING I was concerned re how it would arrive, but my mother said it was in heavy foam packaging Came in perfect conditionSIZE PERFECT SMALL RADIO for her night stand MUCH smaller than the 22 inch dimensions it shows in top description Its small enough for a SMALL nightstandSET UP MY mother had no problem setting it up or figuring out knobs This is as easy as radios from the 60s Basically a couple knobs and a switch to go back and forth between AM and FMSOUND I was on the phone with my mother as she dialed through various stations and GREAT sound She was delighted and said, HEAR THISPRICE CANT BEAT THE PRICE
5th row	Waste of money,,,,, cant get stations on this radio as clear as others

Value	Count	Frequency (%)
the	146656	4.5%
i	100056	3.1%
to	97459	3.0%
and	92646	2.9%
it	85329	2.6%
a	75673	2.3%
for	50761	1.6%
this	50436	1.6%
is	48960	1.5%
my	48162	1.5%
Other values (51021)	2454545	75.5%

Most occurring characters

Value	Count	Frequency (%)
	3202769	18.8%
e	1587360	9.3%
t	1315180	7.7%
o	1091172	6.4%
a	992176	5.8%
s	856929	5.0%
i	852764	5.0%
n	822764	4.8%
r	760977	4.5%
h	635003	3.7%
Other values (56)	4923957	28.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17041051	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	3202769	18.8%
e	1587360	9.3%
t	1315180	7.7%
o	1091172	6.4%
a	992176	5.8%
s	856929	5.0%
i	852764	5.0%
n	822764	4.8%
r	760977	4.5%
h	635003	3.7%
Other values (56)	4923957	28.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17041051	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	3202769	18.8%
e	1587360	9.3%
t	1315180	7.7%
o	1091172	6.4%
a	992176	5.8%
s	856929	5.0%
i	852764	5.0%
n	822764	4.8%
r	760977	4.5%
h	635003	3.7%
Other values (56)	4923957	28.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17041051	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	3202769	18.8%
e	1587360	9.3%
t	1315180	7.7%
o	1091172	6.4%
a	992176	5.8%
s	856929	5.0%
i	852764	5.0%
n	822764	4.8%
r	760977	4.5%
h	635003	3.7%
Other values (56)	4923957	28.9%

Posted_Date
Date

Distinct	1310
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	800.6 KiB

Minimum	2020-01-01 00:00:00
Maximum	2023-08-25 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Helpfulness
Real number (ℝ)

Skewed Zeros

Distinct	65
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21727419

Minimum	0
Maximum	589
Zeros	92646
Zeros (%)	90.4%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	589
Range	589
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.0295911
Coefficient of variation (CV)	13.943631
Kurtosis	15975.072
Mean	0.21727419
Median Absolute Deviation (MAD)	0
Skewness	102.40165
Sum	22263
Variance	9.1784219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	92646	90.4%
1	7134	7.0%
2	1304	1.3%
3	469	0.5%
4	260	0.3%
5	157	0.2%
6	91	0.1%
7	80	0.1%
8	50	< 0.1%
9	36	< 0.1%
Other values (55)	238	0.2%

Value	Count	Frequency (%)
0	92646	90.4%
1	7134	7.0%
2	1304	1.3%
3	469	0.5%
4	260	0.3%
5	157	0.2%
6	91	0.1%
7	80	0.1%
8	50	< 0.1%
9	36	< 0.1%

Value	Count	Frequency (%)
589	1	< 0.1%
283	1	< 0.1%
243	1	< 0.1%
235	1	< 0.1%
189	1	< 0.1%
174	1	< 0.1%
136	1	< 0.1%
132	1	< 0.1%
118	1	< 0.1%
117	1	< 0.1%

has_images
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	800.6 KiB

0	98559
1	3906

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	102465
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	98559	96.2%
1	3906	3.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	98559	96.2%
1	3906	3.8%

Most occurring characters

Value	Count	Frequency (%)
0	98559	96.2%
1	3906	3.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	102465	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	98559	96.2%
1	3906	3.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	102465	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	98559	96.2%
1	3906	3.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	102465	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	98559	96.2%
1	3906	3.8%

price
Real number (ℝ)

Distinct	53
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.813404

Minimum	5.99
Maximum	175.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	5.99
5-th percentile	6.99
Q1	11.99
median	19.99
Q3	35.99
95-th percentile	87.14
Maximum	175.99
Range	170
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	27.778812
Coefficient of variation (CV)	0.96409337
Kurtosis	9.3664763
Mean	28.813404
Median Absolute Deviation (MAD)	10
Skewness	2.7096487
Sum	2952365.5
Variance	771.66241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.99	8363	8.2%
13.99	5791	5.7%
29.99	4453	4.3%
11.99	4023	3.9%
9.99	4005	3.9%
15.99	3701	3.6%
23.99	2897	2.8%
37.99	2833	2.8%
39.99	2705	2.6%
8.97	2603	2.5%
Other values (43)	61091	59.6%

Value	Count	Frequency (%)
5.99	1429	1.4%
6.36	1099	1.1%
6.44	1290	1.3%
6.99	2257	2.2%
7.82	1140	1.1%
7.95	1619	1.6%
7.99	1304	1.3%
8.54	1164	1.1%
8.97	2603	2.5%
8.99	2202	2.1%

Value	Count	Frequency (%)
175.99	1251	1.2%
118	1444	1.4%
101	1421	1.4%
87.14	1132	1.1%
79.99	1414	1.4%
74.95	1084	1.1%
59.9	1837	1.8%
57	1262	1.2%
55.96	1468	1.4%
51	1367	1.3%

Day_elapsed
Real number (ℝ)

Distinct	1333
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	736.50369

Minimum	0
Maximum	1332
Zeros	81
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	0
5-th percentile	122
Q1	476
median	784
Q3	1024
95-th percentile	1191
Maximum	1332
Range	1332
Interquartile range (IQR)	548

Descriptive statistics

Standard deviation	339.48042
Coefficient of variation (CV)	0.46093512
Kurtosis	-0.915139
Mean	736.50369
Median Absolute Deviation (MAD)	264
Skewness	-0.37981747
Sum	75465851
Variance	115246.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1167	179	0.2%
1164	175	0.2%
1157	174	0.2%
1159	174	0.2%
1177	168	0.2%
1183	165	0.2%
1166	165	0.2%
1171	162	0.2%
1175	160	0.2%
1161	159	0.2%
Other values (1323)	100784	98.4%

Value	Count	Frequency (%)
0	81	0.1%
1	12	< 0.1%
2	12	< 0.1%
3	11	< 0.1%
4	10	< 0.1%
5	14	< 0.1%
6	24	< 0.1%
7	20	< 0.1%
8	23	< 0.1%
9	24	< 0.1%

Value	Count	Frequency (%)
1332	3	< 0.1%
1331	2	< 0.1%
1330	10	< 0.1%
1329	7	< 0.1%
1328	4	< 0.1%
1327	8	< 0.1%
1326	12	< 0.1%
1325	13	< 0.1%
1324	12	< 0.1%
1323	10	< 0.1%

depth
Real number (ℝ)

High correlation

Distinct	86899
Distinct (%)	84.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-53.368925

Minimum	-100
Maximum	-7.3141478
Zeros	0
Zeros (%)	0.0%
Negative	102465
Negative (%)	100.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	-100
5-th percentile	-81.857718
Q1	-64.754067
median	-48.226358
Q3	-45.116872
95-th percentile	-27.156242
Maximum	-7.3141478
Range	92.685852
Interquartile range (IQR)	19.637195

Descriptive statistics

Standard deviation	19.051078
Coefficient of variation (CV)	-0.3569695
Kurtosis	-0.52340901
Mean	-53.368925
Median Absolute Deviation (MAD)	15.865586
Skewness	0.021449515
Sum	-5468446.9
Variance	362.94358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-100	1180	1.2%
-62.15480079	669	0.7%
-80.84890017	657	0.6%
-80.84250123	562	0.5%
-64.43692464	447	0.4%
-81.44470947	414	0.4%
-63.13134616	366	0.4%
-62.79221066	240	0.2%
-64.09818971	213	0.2%
-63.51209851	192	0.2%
Other values (86889)	97525	95.2%

Value	Count	Frequency (%)
-100	1180	1.2%
-83.96139282	5	< 0.1%
-83.83256032	6	< 0.1%
-83.8174782	12	< 0.1%
-83.8085442	3	< 0.1%
-83.7836055	2	< 0.1%
-83.7780258	16	< 0.1%
-83.7650551	2	< 0.1%
-83.75760226	7	< 0.1%
-83.75475802	18	< 0.1%

Value	Count	Frequency (%)
-7.314147829	1	< 0.1%
-7.546417695	1	< 0.1%
-7.626836017	1	< 0.1%
-7.855493736	1	< 0.1%
-7.876928883	1	< 0.1%
-7.902762854	1	< 0.1%
-7.982638707	1	< 0.1%
-7.985318326	1	< 0.1%
-7.997865551	1	< 0.1%
-8.004889037	1	< 0.1%

breadth
Real number (ℝ)

High correlation

Distinct	74762
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0580236

Minimum	0.013189577
Maximum	3.3429617
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	0.013189577
5-th percentile	0.35356909
Q1	0.57288856
median	0.80398825
Q3	1.3206125
95-th percentile	2.8249245
Maximum	3.3429617
Range	3.3297722
Interquartile range (IQR)	0.74772399

Descriptive statistics

Standard deviation	0.74815671
Coefficient of variation (CV)	0.70712665
Kurtosis	1.295468
Mean	1.0580236
Median Absolute Deviation (MAD)	0.27910265
Skewness	1.4700128
Sum	108410.39
Variance	0.55973846
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8039882472	11828	11.5%
0.4217663033	1180	1.2%
0.8039882472	1167	1.1%
3.229167424	761	0.7%
2.326794638	674	0.7%
3.342961744	663	0.6%
3.155294562	538	0.5%
3.153489358	453	0.4%
2.731573984	366	0.4%
2.696855083	241	0.2%
Other values (74752)	84594	82.6%

Value	Count	Frequency (%)
0.01318957667	1	< 0.1%
0.02141185931	1	< 0.1%
0.02321670867	1	< 0.1%
0.02377770131	1	< 0.1%
0.02410144519	1	< 0.1%
0.02616735167	1	< 0.1%
0.02738159501	1	< 0.1%
0.03015226037	1	< 0.1%
0.03100424373	1	< 0.1%
0.0313369661	1	< 0.1%

Value	Count	Frequency (%)
3.342961744	663	0.6%
3.342834319	1	< 0.1%
3.34206396	1	< 0.1%
3.34121746	1	< 0.1%
3.340538254	1	< 0.1%
3.340027091	1	< 0.1%
3.339597232	2	< 0.1%
3.338871513	1	< 0.1%
3.332836022	3	< 0.1%
3.331944298	1	< 0.1%

Topic_1
Real number (ℝ)

Distinct	86880
Distinct (%)	84.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.11029773

Minimum	4.147535 × 10^-20
Maximum	0.99720939
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	4.147535 × 10^-20
5-th percentile	1.2381049 × 10^-19
Q1	2.8978099 × 10^-19
median	1.2586995 × 10^-18
Q3	0.13796868
95-th percentile	0.58000003
Maximum	0.99720939
Range	0.99720939
Interquartile range (IQR)	0.13796868

Descriptive statistics

Standard deviation	0.2049502
Coefficient of variation (CV)	1.8581542
Kurtosis	5.2897402
Mean	0.11029773
Median Absolute Deviation (MAD)	1.188084 × 10^-18
Skewness	2.3328309
Sum	11301.657
Variance	0.042004584
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	1180	1.2%
0.3787096587	673	0.7%
7.061552133 × 10^-20	657	0.6%
6.958269283 × 10^-20	562	0.5%
0.9964347246	453	0.4%
2.784257975 × 10^-19	414	0.4%
0.9029504554	366	0.4%
0.1192807054	241	0.2%
4.493223647 × 10^-19	213	0.2%
6.87955492 × 10^-20	192	0.2%
Other values (86870)	97514	95.2%

Value	Count	Frequency (%)
4.147535011 × 10^-20	2	< 0.1%
4.268259352 × 10^-20	3	< 0.1%
4.489099647 × 10^-20	1	< 0.1%
4.664085127 × 10^-20	1	< 0.1%
4.920291367 × 10^-20	1	< 0.1%
4.954693228 × 10^-20	1	< 0.1%
4.955025616 × 10^-20	1	< 0.1%
4.965180013 × 10^-20	83	0.1%
4.978253443 × 10^-20	2	< 0.1%
5.059042651 × 10^-20	13	< 0.1%

Value	Count	Frequency (%)
0.9972093882	13	< 0.1%
0.9969672982	4	< 0.1%
0.9969358365	1	< 0.1%
0.9969175778	8	< 0.1%
0.9967185579	1	< 0.1%
0.996697176	1	< 0.1%
0.9966875567	2	< 0.1%
0.9966837774	1	< 0.1%
0.9966745614	2	< 0.1%
0.9966675132	3	< 0.1%

Topic_2
Real number (ℝ)

Distinct	86831
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.10694872

Minimum	4.4834084 × 10^-20
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	4.4834084 × 10^-20
5-th percentile	1.1591285 × 10^-19
Q1	2.7539732 × 10^-19
median	7.3266144 × 10^-19
Q3	0.097049545
95-th percentile	0.64305081
Maximum	1
Range	1
Interquartile range (IQR)	0.097049545

Descriptive statistics

Standard deviation	0.21711927
Coefficient of variation (CV)	2.030125
Kurtosis	5.613712
Mean	0.10694872
Median Absolute Deviation (MAD)	6.1220301 × 10^-19
Skewness	2.4702795
Sum	10958.501
Variance	0.047140777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	1180	1.2%
1	761	0.7%
5.796967792 × 10^-20	669	0.7%
6.958269283 × 10^-20	562	0.5%
9.856739732 × 10^-20	447	0.4%
2.784257975 × 10^-19	414	0.4%
0.09704954462	366	0.4%
0.8807192946	241	0.2%
4.493223647 × 10^-19	213	0.2%
6.87955492 × 10^-20	192	0.2%
Other values (86821)	97420	95.1%

Value	Count	Frequency (%)
4.483408352 × 10^-20	4	< 0.1%
4.541514264 × 10^-20	26	< 0.1%
4.569832018 × 10^-20	1	< 0.1%
4.657171629 × 10^-20	53	0.1%
4.87253231 × 10^-20	1	< 0.1%
4.955025616 × 10^-20	1	< 0.1%
4.958027805 × 10^-20	1	< 0.1%
4.966478569 × 10^-20	1	< 0.1%
5.032363279 × 10^-20	1	< 0.1%
5.059042651 × 10^-20	13	< 0.1%

Value	Count	Frequency (%)
1	761	0.7%
0.999949551	1	< 0.1%
0.9997966969	1	< 0.1%
0.9997416009	1	< 0.1%
0.9997369537	1	< 0.1%
0.999734747	1	< 0.1%
0.9997024913	2	< 0.1%
0.9995200362	1	< 0.1%
0.9994864076	2	< 0.1%
0.9994287136	2	< 0.1%

Topic_3
Real number (ℝ)

Distinct	86840
Distinct (%)	84.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.098841506

Minimum	4.9782534 × 10^-20
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	4.9782534 × 10^-20
5-th percentile	1.2219941 × 10^-19
Q1	2.784258 × 10^-19
median	1.2641121 × 10^-18
Q3	0.04109451
95-th percentile	0.62129034
Maximum	1
Range	1
Interquartile range (IQR)	0.04109451

Descriptive statistics

Standard deviation	0.21411136
Coefficient of variation (CV)	2.166209
Kurtosis	5.5070627
Mean	0.098841506
Median Absolute Deviation (MAD)	1.1824208 × 10^-18
Skewness	2.4751266
Sum	10127.795
Variance	0.045843673
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	1180	1.2%
0.6212903413	674	0.7%
1	663	0.6%
7.061552133 × 10^-20	657	0.6%
0.003565275424	452	0.4%
2.784257975 × 10^-19	414	0.4%
1.088934587 × 10^-19	366	0.4%
8.068804389 × 10^-20	240	0.2%
0.2017337698	213	0.2%
6.87955492 × 10^-20	192	0.2%
Other values (86830)	97414	95.1%

Value	Count	Frequency (%)
4.978253443 × 10^-20	2	< 0.1%
5.056807158 × 10^-20	1	< 0.1%
5.061066349 × 10^-20	1	< 0.1%
5.175948012 × 10^-20	1	< 0.1%
5.196888555 × 10^-20	5	< 0.1%
5.309432565 × 10^-20	2	< 0.1%
5.316742399 × 10^-20	4	< 0.1%
5.327206717 × 10^-20	3	< 0.1%
5.407800269 × 10^-20	1	< 0.1%
5.423471178 × 10^-20	1	< 0.1%

Value	Count	Frequency (%)
1	663	0.6%
0.9999940273	1	< 0.1%
0.9999429137	1	< 0.1%
0.9998804142	1	< 0.1%
0.9998276128	1	< 0.1%
0.9997865755	1	< 0.1%
0.9997513249	2	< 0.1%
0.9996904585	1	< 0.1%
0.9991608211	1	< 0.1%
0.999137088	3	< 0.1%

Topic_4
Real number (ℝ)

High correlation

Distinct	75039
Distinct (%)	73.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.57139936

Minimum	4.147535 × 10^-20
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	4.147535 × 10^-20
5-th percentile	1.1623154 × 10^-19
Q1	0.24806883
median	0.60056884
Q3	0.93351149
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.68544266

Descriptive statistics

Standard deviation	0.35116619
Coefficient of variation (CV)	0.61457226
Kurtosis	-1.3974521
Mean	0.57139936
Median Absolute Deviation (MAD)	0.34082277
Skewness	-0.21853555
Sum	58548.435
Variance	0.1233177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	13707	13.4%
0.2	1180	1.2%
5.796967792 × 10^-20	669	0.7%
7.061552133 × 10^-20	657	0.6%
6.958269283 × 10^-20	562	0.5%
9.856739732 × 10^-20	447	0.4%
1.088934587 × 10^-19	366	0.4%
8.068804389 × 10^-20	240	0.2%
0.7982662302	213	0.2%
0.01477359288	192	0.2%
Other values (75029)	84232	82.2%

Value	Count	Frequency (%)
4.147535011 × 10^-20	2	< 0.1%
4.268259352 × 10^-20	3	< 0.1%
4.483408352 × 10^-20	4	< 0.1%
4.489099647 × 10^-20	1	< 0.1%
4.541514264 × 10^-20	26	< 0.1%
4.569832018 × 10^-20	1	< 0.1%
4.588572266 × 10^-20	1	< 0.1%
4.657171629 × 10^-20	53	0.1%
4.678108418 × 10^-20	1	< 0.1%
4.783962815 × 10^-20	1	< 0.1%

Value	Count	Frequency (%)
1	13707	13.4%
1	97	0.1%
1	5	< 0.1%
0.9999969657	1	< 0.1%
0.9999918825	1	< 0.1%
0.9999902135	1	< 0.1%
0.9999891108	1	< 0.1%
0.9999888429	1	< 0.1%
0.9999830744	1	< 0.1%
0.9999806559	1	< 0.1%

Topic_5
Real number (ℝ)

Distinct	86700
Distinct (%)	84.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.11251268

Minimum	4.6781084 × 10^-20
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	4.6781084 × 10^-20
5-th percentile	1.0889346 × 10^-19
Q1	2.6245022 × 10^-19
median	6.8610217 × 10^-19
Q3	0.11082765
95-th percentile	0.66144492
Maximum	1
Range	1
Interquartile range (IQR)	0.11082765

Descriptive statistics

Standard deviation	0.22278292
Coefficient of variation (CV)	1.9800694
Kurtosis	4.7509571
Mean	0.11251268
Median Absolute Deviation (MAD)	5.7277626 × 10^-19
Skewness	2.3199829
Sum	11528.612
Variance	0.049632228
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2	1180	1.2%
5.796967792 × 10^-20	669	0.7%
7.061552133 × 10^-20	657	0.6%
6.958269283 × 10^-20	562	0.5%
1	538	0.5%
9.856739732 × 10^-20	447	0.4%
2.784257975 × 10^-19	414	0.4%
1.088934587 × 10^-19	366	0.4%
8.068804389 × 10^-20	240	0.2%
4.493223647 × 10^-19	213	0.2%
Other values (86690)	97179	94.8%

Value	Count	Frequency (%)
4.678108418 × 10^-20	1	< 0.1%
4.963602213 × 10^-20	7	< 0.1%
4.965180013 × 10^-20	83	0.1%
5.122504142 × 10^-20	9	< 0.1%
5.23708597 × 10^-20	3	< 0.1%
5.288316653 × 10^-20	7	< 0.1%
5.342610105 × 10^-20	1	< 0.1%
5.456151839 × 10^-20	1	< 0.1%
5.462142388 × 10^-20	1	< 0.1%
5.475498772 × 10^-20	1	< 0.1%

Value	Count	Frequency (%)
1	538	0.5%
0.9999879284	1	< 0.1%
0.9999750175	1	< 0.1%
0.9999308645	1	< 0.1%
0.9999145486	1	< 0.1%
0.9998761313	1	< 0.1%
0.9998655154	1	< 0.1%
0.9998610455	1	< 0.1%
0.9998356783	1	< 0.1%
0.99981854	1	< 0.1%

sentiment_score_continuous
Real number (ℝ)

High correlation Missing

Distinct	3978
Distinct (%)	4.2%
Missing	8328
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	3.7878842

Minimum	1.011
Maximum	4.991
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	1.011
5-th percentile	1.348
Q1	3.033
median	4.322
Q3	4.708
95-th percentile	4.898
Maximum	4.991
Range	3.98
Interquartile range (IQR)	1.675

Descriptive statistics

Standard deviation	1.1910497
Coefficient of variation (CV)	0.31443667
Kurtosis	-0.41559682
Mean	3.7878842
Median Absolute Deviation (MAD)	0.476
Skewness	-1.0120795
Sum	356580.05
Variance	1.4185994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.618	430	0.4%
4.103	397	0.4%
4.682	336	0.3%
4.734	279	0.3%
4.797	267	0.3%
4.794	218	0.2%
4.832	203	0.2%
4.783	199	0.2%
4.831	192	0.2%
4.707	191	0.2%
Other values (3968)	91425	89.2%
(Missing)	8328	8.1%

Value	Count	Frequency (%)
1.011	1	< 0.1%
1.013	3	< 0.1%
1.015	4	< 0.1%
1.016	2	< 0.1%
1.017	8	< 0.1%
1.019	6	< 0.1%
1.02	1	< 0.1%
1.021	5	< 0.1%
1.022	5	< 0.1%
1.023	9	< 0.1%

Value	Count	Frequency (%)
4.991	1	< 0.1%
4.99	2	< 0.1%
4.989	1	< 0.1%
4.988	2	< 0.1%
4.987	2	< 0.1%
4.986	4	< 0.1%
4.985	3	< 0.1%
4.984	1	< 0.1%
4.983	2	< 0.1%
4.982	3	< 0.1%

sentiment_score_discrete
Categorical

High correlation Missing

Distinct	5
Distinct (%)	< 0.1%
Missing	8328
Missing (%)	8.1%
Memory size	800.6 KiB

5.0	48784
4.0	18548
1.0	11572
2.0	7820
3.0	7413

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	282411
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5.0
2nd row	1.0
3rd row	4.0
4th row	5.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
5.0	48784	47.6%
4.0	18548	18.1%
1.0	11572	11.3%
2.0	7820	7.6%
3.0	7413	7.2%
(Missing)	8328	8.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5.0	48784	51.8%
4.0	18548	19.7%
1.0	11572	12.3%
2.0	7820	8.3%
3.0	7413	7.9%

Most occurring characters

Value	Count	Frequency (%)
.	94137	33.3%
0	94137	33.3%
5	48784	17.3%
4	18548	6.6%
1	11572	4.1%
2	7820	2.8%
3	7413	2.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	282411	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	94137	33.3%
0	94137	33.3%
5	48784	17.3%
4	18548	6.6%
1	11572	4.1%
2	7820	2.8%
3	7413	2.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	282411	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	94137	33.3%
0	94137	33.3%
5	48784	17.3%
4	18548	6.6%
1	11572	4.1%
2	7820	2.8%
3	7413	2.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	282411	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	94137	33.3%
0	94137	33.3%
5	48784	17.3%
4	18548	6.6%
1	11572	4.1%
2	7820	2.8%
3	7413	2.6%

sst5_sentiment_score
Categorical

High correlation

Distinct	5
Distinct (%)	< 0.1%
Missing	90
Missing (%)	0.1%
Memory size	800.6 KiB

4.0	58199
2.0	16238
3.0	13934
5.0	12154
1.0	1850

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	307125
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4.0
2nd row	2.0
3rd row	4.0
4th row	4.0
5th row	2.0

Common Values

Value	Count	Frequency (%)
4.0	58199	56.8%
2.0	16238	15.8%
3.0	13934	13.6%
5.0	12154	11.9%
1.0	1850	1.8%
(Missing)	90	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4.0	58199	56.8%
2.0	16238	15.9%
3.0	13934	13.6%
5.0	12154	11.9%
1.0	1850	1.8%

Most occurring characters

Value	Count	Frequency (%)
.	102375	33.3%
0	102375	33.3%
4	58199	18.9%
2	16238	5.3%
3	13934	4.5%
5	12154	4.0%
1	1850	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	307125	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	102375	33.3%
0	102375	33.3%
4	58199	18.9%
2	16238	5.3%
3	13934	4.5%
5	12154	4.0%
1	1850	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	307125	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	102375	33.3%
0	102375	33.3%
4	58199	18.9%
2	16238	5.3%
3	13934	4.5%
5	12154	4.0%
1	1850	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	307125	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	102375	33.3%
0	102375	33.3%
4	58199	18.9%
2	16238	5.3%
3	13934	4.5%
5	12154	4.0%
1	1850	0.6%

text_length
Real number (ℝ)

High correlation

Distinct	475
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.725272

Minimum	0
Maximum	1066
Zeros	90
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	8
median	19
Q3	40
95-th percentile	103
Maximum	1066
Range	1066
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	41.353401
Coefficient of variation (CV)	1.3034845
Kurtosis	43.907116
Mean	31.725272
Median Absolute Deviation (MAD)	13
Skewness	4.5845795
Sum	3250730
Variance	1710.1038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	5231	5.1%
5	3703	3.6%
4	3584	3.5%
6	3509	3.4%
3	3309	3.2%
7	3247	3.2%
8	2886	2.8%
9	2779	2.7%
10	2720	2.7%
11	2608	2.5%
Other values (465)	68889	67.2%

Value	Count	Frequency (%)
0	90	0.1%
1	2526	2.5%
2	5231	5.1%
3	3309	3.2%
4	3584	3.5%
5	3703	3.6%
6	3509	3.4%
7	3247	3.2%
8	2886	2.8%
9	2779	2.7%

Value	Count	Frequency (%)
1066	1	< 0.1%
1050	1	< 0.1%
976	1	< 0.1%
884	1	< 0.1%
813	1	< 0.1%
778	1	< 0.1%
777	1	< 0.1%
768	1	< 0.1%
763	1	< 0.1%
740	1	< 0.1%

Deviation of star ratings
Real number (ℝ)

High correlation

Distinct	45
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.97486849

Minimum	0
Maximum	3.9
Zeros	125
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2
Q1	0.4
median	0.5
Q3	0.9
95-th percentile	3.6
Maximum	3.9
Range	3.9
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	1.0390686
Coefficient of variation (CV)	1.0658552
Kurtosis	1.1987323
Mean	0.97486849
Median Absolute Deviation (MAD)	0.2
Skewness	1.6349104
Sum	99889.9
Variance	1.0796636
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0.4	22222	21.7%
0.3	18860	18.4%
0.5	10478	10.2%
0.7	8784	8.6%
0.6	6863	6.7%
0.2	4204	4.1%
3.6	2940	2.9%
0.8	1953	1.9%
3.3	1936	1.9%
3.7	1896	1.9%
Other values (35)	22329	21.8%

Value	Count	Frequency (%)
0	125	0.1%
0.1	1217	1.2%
0.1	253	0.2%
0.2	4204	4.1%
0.3	18860	18.4%
0.4	22222	21.7%
0.5	10478	10.2%
0.6	6863	6.7%
0.7	8784	8.6%
0.8	1953	1.9%

Value	Count	Frequency (%)
3.9	20	< 0.1%
3.8	413	0.4%
3.7	1896	1.9%
3.6	2940	2.9%
3.5	1390	1.4%
3.4	929	0.9%
3.3	1936	1.9%
3.2	402	0.4%
3.1	666	0.6%
3	185	0.2%

FOG Index
Real number (ℝ)

High correlation

Distinct	2646
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.455922

Minimum	0
Maximum	428.24
Zeros	90
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	800.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0.8
Q1	5.6
median	11.6
Q3	19.42
95-th percentile	43.52
Maximum	428.24
Range	428.24
Interquartile range (IQR)	13.82

Descriptive statistics

Standard deviation	16.725222
Coefficient of variation (CV)	1.0821238
Kurtosis	41.221048
Mean	15.455922
Median Absolute Deviation (MAD)	6.8
Skewness	4.3221596
Sum	1583691.1
Variance	279.73304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8	4222	4.1%
2	2422	2.4%
1.6	2385	2.3%
1.2	2378	2.3%
2.4	2188	2.1%
0.4	2127	2.1%
10	1994	1.9%
8.04	1842	1.8%
2.8	1823	1.8%
11.6	1653	1.6%
Other values (2636)	79431	77.5%

Value	Count	Frequency (%)
0	90	0.1%
0.4	2127	2.1%
0.8	4222	4.1%
1.2	2378	2.3%
1.6	2385	2.3%
2	2422	2.4%
2.4	2188	2.1%
2.8	1823	1.8%
3.2	1551	1.5%
3.6	1451	1.4%

Value	Count	Frequency (%)
428.24	1	< 0.1%
422.8	1	< 0.1%
391.59	1	< 0.1%
354.78	1	< 0.1%
326.73	1	< 0.1%
313.27	1	< 0.1%
312.96	1	< 0.1%
308.71	1	< 0.1%
307.24	1	< 0.1%
297.3	1	< 0.1%

Flesch Reading Ease
Real number (ℝ)

High correlation

Distinct	1451
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.896143

Minimum	-985.14
Maximum	206.84
Zeros	0
Zeros (%)	0.0%
Negative	7533
Negative (%)	7.4%
Memory size	800.6 KiB

Quantile statistics

Minimum	-985.14
5-th percentile	-17.178
Q1	45.43
median	68.44
Q3	87.05
95-th percentile	119.19
Maximum	206.84
Range	1191.98
Interquartile range (IQR)	41.62

Descriptive statistics

Standard deviation	46.493616
Coefficient of variation (CV)	0.76349032
Kurtosis	28.863172
Mean	60.896143
Median Absolute Deviation (MAD)	20.3
Skewness	-3.298223
Sum	6239723.2
Variance	2161.6563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
120.21	2529	2.5%
77.91	1733	1.7%
121.22	1635	1.6%
119.19	1176	1.1%
75.88	1071	1.0%
100.24	1050	1.0%
92.8	1040	1.0%
83.32	912	0.9%
99.23	903	0.9%
93.81	884	0.9%
Other values (1441)	89532	87.4%

Value	Count	Frequency (%)
-985.14	1	< 0.1%
-976.35	1	< 0.1%
-893.79	1	< 0.1%
-800.41	1	< 0.1%
-728.35	1	< 0.1%
-708.73	1	< 0.1%
-700.27	1	< 0.1%
-682.67	1	< 0.1%
-677.6	1	< 0.1%
-654.25	1	< 0.1%

Value	Count	Frequency (%)
206.84	90	0.1%
121.22	1635	1.6%
120.21	2529	2.5%
119.19	1176	1.1%
118.18	879	0.9%
117.16	672	0.7%
116.15	585	0.6%
115.13	427	0.4%
114.12	315	0.3%
113.1	218	0.2%

Interactions

Correlations

	Average_rating	Day_elapsed	Deviation of star ratings	FOG Index	Flesch Reading Ease	Helpfulness	Num_of_Rating	Rating	Topic_1	Topic_2	Topic_3	Topic_4	Topic_5	breadth	depth	has_images	price	sentiment_score_continuous	sentiment_score_discrete	sst5_sentiment_score	text_length
Average_rating	1.000	0.078	-0.558	-0.068	0.053	-0.029	0.217	0.123	0.013	-0.006	0.034	-0.061	-0.011	0.033	0.016	0.080	-0.011	0.176	0.112	0.104	-0.092
Day_elapsed	0.078	1.000	-0.063	-0.038	0.029	-0.087	-0.148	0.038	0.043	0.006	-0.011	-0.035	-0.034	0.022	0.023	0.035	-0.014	0.084	0.040	0.045	-0.044
Deviation of star ratings	-0.558	-0.063	1.000	0.149	-0.127	0.149	-0.139	0.809	-0.055	0.017	-0.074	0.250	-0.013	-0.134	-0.145	0.049	0.011	-0.546	0.456	0.429	0.194
FOG Index	-0.068	-0.038	0.149	1.000	-0.887	0.231	-0.094	0.061	-0.025	0.059	-0.074	0.192	0.115	-0.379	0.243	0.095	0.112	-0.136	0.078	0.057	0.856
Flesch Reading Ease	0.053	0.029	-0.127	-0.887	1.000	-0.215	0.081	0.068	-0.014	-0.117	0.061	-0.176	-0.120	0.385	-0.212	0.097	-0.108	0.112	0.076	0.067	-0.689
Helpfulness	-0.029	-0.087	0.149	0.231	-0.215	1.000	-0.022	0.003	-0.015	0.022	-0.044	0.105	0.000	-0.134	0.018	0.030	0.053	-0.172	0.005	0.003	0.247
Num_of_Rating	0.217	-0.148	-0.139	-0.094	0.081	-0.022	1.000	0.052	-0.020	-0.013	0.102	-0.036	-0.033	0.045	-0.017	0.031	-0.061	0.003	0.049	0.049	-0.106
Rating	0.123	0.038	0.809	0.061	0.068	0.003	0.052	1.000	0.092	0.055	0.077	0.166	0.067	0.138	0.128	0.021	0.075	0.505	0.493	0.449	0.058
Topic_1	0.013	0.043	-0.055	-0.025	-0.014	-0.015	-0.020	0.092	1.000	0.143	-0.086	-0.148	-0.122	-0.189	0.382	0.041	0.055	0.179	0.135	0.148	-0.050
Topic_2	-0.006	0.006	0.017	0.059	-0.117	0.022	-0.013	0.055	0.143	1.000	-0.283	-0.066	-0.160	-0.190	0.262	0.034	0.039	-0.109	0.122	0.076	-0.019
Topic_3	0.034	-0.011	-0.074	-0.074	0.061	-0.044	0.102	0.077	-0.086	-0.283	1.000	-0.074	-0.054	-0.044	0.112	0.044	-0.150	0.085	0.102	0.096	-0.092
Topic_4	-0.061	-0.035	0.250	0.192	-0.176	0.105	-0.036	0.166	-0.148	-0.066	-0.074	1.000	-0.024	-0.563	-0.527	0.052	0.014	-0.319	0.189	0.187	0.242
Topic_5	-0.011	-0.034	-0.013	0.115	-0.120	0.000	-0.033	0.067	-0.122	-0.160	-0.054	-0.024	1.000	-0.174	0.171	0.052	0.127	0.031	0.083	0.081	0.118
breadth	0.033	0.022	-0.134	-0.379	0.385	-0.134	0.045	0.138	-0.189	-0.190	-0.044	-0.563	-0.174	1.000	-0.112	0.058	-0.043	0.169	0.164	0.163	-0.366
depth	0.016	0.023	-0.145	0.243	-0.212	0.018	-0.017	0.128	0.382	0.262	0.112	-0.527	0.171	-0.112	1.000	0.056	0.030	0.273	0.152	0.153	0.231
has_images	0.080	0.035	0.049	0.095	0.097	0.030	0.031	0.021	0.041	0.034	0.044	0.052	0.052	0.058	0.056	1.000	0.077	0.025	0.023	0.022	0.096
price	-0.011	-0.014	0.011	0.112	-0.108	0.053	-0.061	0.075	0.055	0.039	-0.150	0.014	0.127	-0.043	0.030	0.077	1.000	-0.004	0.068	0.087	0.137
sentiment_score_continuous	0.176	0.084	-0.546	-0.136	0.112	-0.172	0.003	0.505	0.179	-0.109	0.085	-0.319	0.031	0.169	0.273	0.025	-0.004	1.000	0.815	0.557	-0.197
sentiment_score_discrete	0.112	0.040	0.456	0.078	0.076	0.005	0.049	0.493	0.135	0.122	0.102	0.189	0.083	0.164	0.152	0.023	0.068	0.815	1.000	0.501	0.075
sst5_sentiment_score	0.104	0.045	0.429	0.057	0.067	0.003	0.049	0.449	0.148	0.076	0.096	0.187	0.081	0.163	0.153	0.022	0.087	0.557	0.501	1.000	0.055
text_length	-0.092	-0.044	0.194	0.856	-0.689	0.247	-0.106	0.058	-0.050	-0.019	-0.092	0.242	0.118	-0.366	0.231	0.096	0.137	-0.197	0.075	0.055	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	product_name	Average_rating	Num_of_Rating	Rating	review_title	Review_Text	Posted_Date	Helpfulness	has_images	price	Day_elapsed	depth	breadth	Topic_1	Topic_2	Topic_3	Topic_4	Topic_5	sentiment_score_continuous	sentiment_score_discrete	sst5_sentiment_score	text_length	Deviation of star ratings	FOG Index	Flesch Reading Ease
0	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	5.0	Its a good product	This radio was perfect for my father Hes older in his 80s and he wanted a simple transistor radio for the bathroom that runs on batteries He didnt want anything too fancy or expensive This fits the bill	2022-04-21	0	0	34.95	348	-64.655171	0.669266	4.020516e-19	4.020516e-19	3.713893e-02	0.962861	4.020516e-19	4.753	5.0	4.0	38	0.4	18.36	49.83
1	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	1.0	nothing came in	I couldnt get any stations in , worthless to me YouTube videos why I bought it buyer beware	2022-08-29	0	0	34.95	218	-82.011858	0.803988	1.027679e-18	1.027679e-18	1.027679e-18	1.000000	1.027679e-18	1.132	1.0	2.0	18	3.6	6.80	79.60
2	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	3.0	Great for basement or garage use	This affordable radio is perfect for my needs Yet, I miss the quality from the higher end Sony portable Sorry, the sound is a bit tinny Yet, I am a fan of the controls, display and design Good value	2021-07-16	1	0	34.95	627	-29.575272	1.079158	2.837599e-02	5.696896e-01	8.302376e-03	0.393632	2.111245e-19	4.002	4.0	4.0	39	1.6	18.68	48.81
3	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	5.0	PROSCONS Good things come in SMALL packages	PROS and CONS and why I chose this one The storyMy mother still lives in independent living with her older sister shes turning 90, her sister 92She couldnt get visitors for her birthday because all independent and assisted living places are on lockdown with whats going onSO I had to find something EASY for her to set up on her own, that was small for her bedside table, and would be a goodsounding radio EUREKAPROSPACKAGING I was concerned re how it would arrive, but my mother said it was in heavy foam packaging Came in perfect conditionSIZE PERFECT SMALL RADIO for her night stand MUCH smaller than the 22 inch dimensions it shows in top description Its small enough for a SMALL nightstandSET UP MY mother had no problem setting it up or figuring out knobs This is as easy as radios from the 60s Basically a couple knobs and a switch to go back and forth between AM and FMSOUND I was on the phone with my mother as she dialed through various stations and GREAT sound She was delighted and said, HEAR THISPRICE CANT BEAT THE PRICE	2020-04-08	0	0	34.95	1091	-10.568444	0.455952	1.146106e-01	1.800103e-01	9.582888e-03	0.336406	3.593906e-01	4.380	5.0	4.0	189	0.4	78.56	-103.45
4	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	1.0	Doesnt pick up well	Waste of money,,,,, cant get stations on this radio as clear as others	2020-12-25	0	0	34.95	830	-48.589476	0.511244	1.724329e-02	8.199283e-02	7.909718e-19	0.900764	7.909718e-19	1.210	1.0	2.0	13	3.6	5.20	83.66
5	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	5.0	Surprise	Surprisingly wonderful little radio Just what we wanted	2020-04-10	0	0	34.95	1089	-65.281653	0.746142	4.479609e-19	4.479609e-19	1.060368e-02	0.989396	4.479609e-19	4.917	5.0	5.0	8	0.4	8.20	29.52
6	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	4.0	Fair to good reception	Very good portable radio Great size Fair to good reception in a difficult reception areaI have tried more expensive radios that didpoorly	2020-05-23	0	0	34.95	1046	-29.112628	1.912762	1.913648e-01	7.258351e-01	1.743831e-19	0.076045	6.754892e-03	4.366	4.0	4.0	22	0.6	17.89	49.15
7	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	4.0	Cute LITTLE thing For local stations only	Works great for background music and local news in home officeProsAC electric cord or 4 AA batteriesVERY portableits small See photosVery simple to useEasy to read numbersThrowback classic radio lookSound from the one speaker is clear if the station comes inConsPulls in local stations very local but not half as many as your car radio those are built to a very robust standard If your stations are 25 miles away, you probably wont get them unless they have a powerful transmitter or youre in a very good spot for receptionJust basic mono sound but you shouldnt be buying this for sound quality anywayYou might expect something bigger for 29	2021-03-13	0	1	34.95	752	-9.519001	0.123255	9.594204e-02	1.900608e-01	1.275434e-01	0.394777	1.916768e-01	3.934	4.0	4.0	109	0.6	47.27	-22.25
8	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	5.0	good purchase	I really like this radio	2021-12-11	0	0	34.95	479	-48.491111	0.682104	3.204450e-19	1.666134e-02	6.525723e-03	0.976813	3.204450e-19	4.743	5.0	4.0	5	0.4	2.00	66.40
9	Panasonic Portable AM / FM Radio, Battery Operated Analog Radio, AC Powered, Silver (RF-2400D) 22.8 x 7.8 x 10.8	4.6	27618	5.0	Exactly as pictured	Doesnt use much power, perfect for camping, brings in lots of stations	2021-05-04	0	0	34.95	700	-46.610395	0.655132	2.959141e-19	2.959141e-19	2.811365e-02	0.586447	3.854396e-01	3.754	4.0	4.0	12	0.4	4.80	76.22

	product_name	Average_rating	Num_of_Rating	Rating	review_title	Review_Text	Posted_Date	price	Day_elapsed	depth	breadth	Topic_1	Topic_2	Topic_3	Topic_4	Topic_5	sentiment_score_continuous	sentiment_score_discrete	sst5_sentiment_score	text_length	Deviation of star ratings	FOG Index	Flesch Reading Ease
102455	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	awesome covering ,love that i can prop it up for versatility of use	nothing	2020-12-31	19.99	823	-100.000000	0.421766	2.000000e-01	2.000000e-01	2.000000e-01	2.000000e-01	2.000000e-01	1.609	1.0	2.0	1	0.4	0.40	36.62
102456	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Love it	iPad air	2022-08-11	19.99	235	-65.512443	0.655239	1.170797e-18	1.170797e-18	4.406475e-02	9.559353e-01	1.170797e-18	3.836	5.0	3.0	2	0.4	0.80	120.21
102457	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Beautiful	I am pleased with this iPad cover It is bulkier than I wanted, but I am overall pleased	2020-11-03	19.99	881	-51.177380	0.754411	8.626995e-04	6.667965e-03	9.505683e-19	9.924693e-01	9.505683e-19	4.254	4.0	4.0	18	0.4	7.20	87.05
102458	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Love	Love this cover Great quality love the pocket too	2023-03-24	19.99	10	-45.647193	0.643598	4.001619e-01	7.196841e-02	1.889583e-19	5.278697e-01	1.889583e-19	4.916	5.0	5.0	9	0.4	8.04	79.26
102459	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	4.0	I love it	Cover for my iPad Love the color	2021-08-31	19.99	580	-81.645594	0.803988	4.421745e-19	4.421745e-19	4.421745e-19	1.000000e+00	4.421745e-19	4.679	5.0	4.0	7	0.6	2.80	89.75
102460	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Great iPad cover at an economical price	Its very sturdy protective Easy to position for free standing	2022-01-23	19.99	435	-48.823577	3.084726	2.333927e-03	5.245237e-03	2.007745e-19	2.007745e-19	9.924208e-01	4.801	5.0	4.0	10	0.4	12.00	61.33
102461	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Best iPad case	Nothing to dislike Excellent quality, easy to use and good price	2022-06-17	19.99	290	-26.663866	1.582180	2.705334e-02	4.373206e-01	6.482005e-20	6.939895e-02	4.662271e-01	4.890	5.0	4.0	11	0.4	11.67	68.77
102462	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Durable cover for iPad	Love this product Color is prettyEasy to hold and prop upUses reading books, playing games, Searching internet	2021-03-01	19.99	763	-28.292449	0.934142	9.884520e-02	7.816330e-02	2.179336e-19	2.685606e-01	5.544309e-01	4.858	5.0	4.0	17	0.4	11.51	54.22
102463	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Worth it	Quick shipping Fits ipad easily Nice colors	2021-01-19	19.99	804	-32.863061	0.483944	2.226626e-02	2.076929e-03	6.867447e-19	9.026192e-01	7.303760e-02	4.630	5.0	4.0	7	0.4	8.51	64.37
102464	Fintie Case for iPad 9.7 2018 2017 / iPad Air 2 / iPad Air 1 - [Corner Protection] Multi-Angle Viewing Folio Cover w/Pocket, Auto Wake/Sleep for iPad 6th / 5th Generation, Ocean Marble	4.6	43430	5.0	Great	Sturdy, easy to hold and maneuver, durable	2020-06-25	19.99	1012	-30.753805	2.763787	4.969548e-03	1.117813e-02	1.722669e-19	2.927559e-02	9.545767e-01	4.679	5.0	4.0	7	0.4	8.51	81.29

Duplicate rows

Most frequently occurring

	product_name	Average_rating	Num_of_Rating	Rating	review_title	Review_Text	Posted_Date	price	Day_elapsed	depth	breadth	Topic_1	Topic_2	Topic_3	Topic_4	Topic_5	sentiment_score_continuous	sentiment_score_discrete	sst5_sentiment_score	text_length	Deviation of star ratings	FOG Index	Flesch Reading Ease	# duplicates
5	1byone Amplified HD Digital TV Antenna - Support 4K 1080p and All Older TV's - Indoor Smart Switch Amplifier Signal Booster - Coax HDTV Cable/AC Adapter	4.0	16453	5.0	Beautiful picture	Very easy to install The picture quality was beautiful Highly recommended	2020-01-16	17.99	1197	-28.609945	2.105598	2.087788e-02	1.054087e-01	1.421011e-19	5.559915e-02	8.181143e-01	4.844	5.0	5.0	11	1.0	11.67	34.93	4
36	Amazon Basics 3.5mm Aux Jack Audio Extension Cable, Male to Female, Adapter for Headphone or Smartphone, 6 Foot, Black	4.6	57765	5.0	Good cord	Works great, as described	2022-05-09	6.99	377	-62.639780	2.338611	3.657253e-01	1.006019e-19	6.342747e-01	1.006019e-19	1.006019e-19	4.618	5.0	5.0	4	0.4	1.60	92.80	4
42	Amazon Basics 3.5mm Aux Jack Audio Extension Cable, Male to Female, Adapter for Headphone or Smartphone, 6 Foot, Black	4.6	57765	5.0	Works as Intended	Chord feels a little thin but overall it gets the job done and the audio quality sounds just as good as plugging it directly into the pc apple earbuds	2022-04-11	6.99	405	-49.285962	1.133184	2.059675e-19	5.456954e-01	1.824540e-05	4.542863e-01	2.059675e-19	3.843	4.0	4.0	29	0.4	14.36	58.96	4
199	Cable Clips Management - Nightstand Accessories - Cord Organizer - Desk Cable Management - Wire Holder System - Adhesive Cord Clips - Home, Office, Cubicle, Car - Gift Idea - Black	4.3	20902	5.0	Easy to use	This product adheres, to any surface type and stays Just peel the back paper of a press into the area you wish yo gave it It can hold different size cables	2020-10-06	8.97	912	-46.779701	0.354231	1.762403e-01	1.027677e-01	4.284148e-19	7.209920e-01	4.284148e-19	4.448	5.0	4.0	31	0.7	12.40	65.39	4
444	PROZOR 192KHz Digital to Analog Audio Converter DAC Digital SPDIF Optical to Analog L/R RCA Converter Toslink Optical to 3.5mm Jack Adapter for PS3 HD DVD PS4 Amp Apple TV Home Cinema	4.4	36537	5.0	Works Perfectly Easy Install	Worked as advertised Couldnt be easier to install	2021-10-25	13.85	553	-29.491772	1.551656	1.916472e-02	2.753437e-19	7.108954e-02	1.885149e-01	7.212308e-01	4.045	4.0	4.0	8	0.6	13.20	46.44	4
565	Upgraded, Anker Soundcore Boost Bluetooth Speaker with Well-Balanced Sound, BassUp, 12H Playtime, USB-C, IPX7 Waterproof, Wireless Speaker with Customizable EQ via App, Wireless Stereo Pairing	4.6	28665	2.0	Good sound, terrible battery performance	Good sound for a speaker this size However, the battery life is abysmal After about six months, the batter started dying really quickly At this point, it wont even hold a charge Save your money or get a different brand	2021-03-09	101.00	889	-63.203489	0.865212	1.980023e-19	4.320803e-01	1.980023e-19	5.679197e-01	1.980023e-19	1.839	2.0	2.0	40	2.6	16.00	47.80	4
573	Upgraded, Anker Soundcore Boost Bluetooth Speaker with Well-Balanced Sound, BassUp, 12H Playtime, USB-C, IPX7 Waterproof, Wireless Speaker with Customizable EQ via App, Wireless Stereo Pairing	4.6	28665	5.0	Nice and loud	Takes a while to charge but once charged it lasts for a long time	2020-11-10	101.00	1008	-81.867776	0.803988	7.375232e-19	7.375232e-19	7.375232e-19	1.000000e+00	7.375232e-19	3.212	3.0	4.0	14	0.4	5.60	108.03	4
590	amFilm Screen Protector for iPad Mini 5/iPad Mini 4, Tempered Glass, 1 Pack	4.6	19847	5.0	Customer Service	I had an issue with the first one received, contacted customer service and they sent a new one no charge I haveput it on my Ipad mini and I love it It was so easy to do	2020-02-05	6.36	1284	-63.353359	1.108885	2.362201e-19	2.362201e-19	2.362201e-19	4.483169e-01	5.516831e-01	4.795	5.0	4.0	37	0.4	15.88	67.76	4
620	iFixit Pro Tech Toolkit - Electronics, Smartphone, Computer & Tablet Repair Kit	4.9	17318	5.0	quality product	Very good quality, worth the money	2022-04-02	74.95	509	-63.060969	2.178230	1.262107e-19	8.340242e-01	1.262107e-19	1.659758e-01	1.262107e-19	4.610	5.0	5.0	6	0.1	9.07	73.85	4
21	Amazon Basics 3.5mm Aux Jack Audio Extension Cable, Male to Female, Adapter for Headphone or Smartphone, 6 Foot, Black	4.6	57765	1.0	No Sound	The cord did not work for my son on his Nintendo Switch I read that it did for other reviewers so thats why I purchased it Well it didnt work because he couldnt hear other players once the headphones were plugged into the cord	2021-06-19	6.99	701	-81.443211	0.803988	2.774668e-19	2.774668e-19	2.774668e-19	1.000000e+00	2.774668e-19	1.885	2.0	2.0	44	3.6	19.42	52.20	3

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